id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
19,300
43
Male
27,111
Married
1
Bachelor's
Unemployed
14.859683
Urban
Basic
0
19
null
7
2023-01-16 15:21:39.276901
null
Yes
Monthly
Apartment
1,249
19,301
20
Female
16,011
Single
2
Master's
Self-Employed
26.493786
Rural
Basic
0
14
727
9
2024-04-18 15:21:39.143708
Good
No
Monthly
Apartment
1,553
19,302
39
Male
36,758
Married
null
High School
Unemployed
40.664076
Suburban
Comprehensive
1
2
517
5
2024-07-27 15:21:39.189223
Average
No
Weekly
Condo
1,297
19,303
57
Male
16,058
Married
4
PhD
null
4.967706
Suburban
Comprehensive
null
13
584
1
2023-08-11 15:21:39.093681
Poor
No
Weekly
House
515
19,304
55
Male
222
Single
4
PhD
null
19.927241
Urban
Basic
2
14
403
5
2022-09-29 15:21:39.171102
Poor
No
Monthly
House
105
19,305
41
Male
1,170
Single
3
Master's
Employed
27.757944
Suburban
Premium
1
19
464
1
2019-09-18 15:21:39.094752
Poor
No
Daily
Apartment
150
19,306
40
Female
108,715
Married
1
PhD
Employed
null
Suburban
Premium
2
16
null
9
2021-02-02 15:21:39.188220
Poor
No
Daily
Apartment
2,326
19,307
41
Female
2,526
Married
0
High School
null
null
Suburban
Basic
null
6
832
4
2022-01-03 15:21:39.182597
Poor
No
Daily
House
484
19,308
30
Male
18,791
Married
3
Master's
Employed
14.078943
Suburban
Basic
null
15
819
8
2020-04-12 15:21:39.134960
Good
No
Rarely
House
2,543
19,309
51
Female
82,834
Divorced
0
PhD
null
26.376826
Rural
Premium
2
11
582
2
2023-05-16 15:21:39.128286
Average
No
Daily
Apartment
105
19,310
29
Female
30,611
Married
2
Master's
Employed
10.081387
Urban
Premium
null
10
null
8
2022-11-12 15:21:39.155231
Good
No
Rarely
House
306
19,311
47
Male
47,997
Single
3
PhD
Unemployed
21.26367
Rural
Comprehensive
0
12
693
8
2019-08-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
147
19,312
52
Female
16,749
Married
3
High School
null
46.60235
Rural
Premium
1
13
336
8
2022-02-02 15:21:39.125660
Good
No
Monthly
Condo
554
19,313
42
Male
37,864
Divorced
2
PhD
null
22.874017
Suburban
Premium
null
7
407
8
2022-03-11 15:21:39.283783
Poor
No
Daily
House
1,197
19,314
40
Male
255
Married
2
Bachelor's
Unemployed
29.904385
Urban
Basic
1
13
468
6
2022-06-20 15:21:39.155231
Average
Yes
Monthly
Condo
724
19,315
47
Female
64,955
Married
2
PhD
null
20.753525
Suburban
Basic
4
6
652
6
2021-08-05 15:21:39.182597
Good
Yes
Monthly
Condo
2,161
19,316
40
Male
27,914
Single
1
Master's
Employed
34.094005
Rural
Comprehensive
1
19
469
3
2020-08-25 15:21:39.290098
Poor
No
Rarely
Apartment
1,527
19,317
29
Female
26,319
Married
2
Master's
null
25.967237
Suburban
Premium
1
7
null
6
2022-08-03 15:21:39.115178
Average
Yes
Rarely
Condo
293
19,318
63
Male
48,848
Divorced
3
High School
Unemployed
18.97732
Urban
Basic
1
14
491
4
2024-06-09 15:21:39.246098
Poor
Yes
Rarely
Apartment
2,193
19,319
39
Male
25,679
Single
4
Master's
null
22.845464
Suburban
Comprehensive
1
17
848
5
2021-10-22 15:21:39.155231
Average
No
Daily
House
2,788
19,320
33
Female
123,100
Single
4
Master's
null
38.63879
Urban
Comprehensive
2
16
346
1
2020-09-11 15:21:39.206847
Average
No
Weekly
House
2,568
19,321
63
Female
615
Married
3
Master's
null
null
Rural
Basic
2
14
824
8
2021-11-07 15:21:39.155231
Average
Yes
Monthly
Condo
1,311
19,322
19
Female
40,682
Married
4
Master's
Unemployed
25.308815
Suburban
Comprehensive
null
0
518
6
2023-04-19 15:21:39.092127
null
No
Weekly
Apartment
310
19,323
38
Female
30,292
Married
0
PhD
Unemployed
null
Suburban
Comprehensive
null
2
642
9
2021-04-16 15:21:39.134960
Good
No
Rarely
Condo
1,601
19,324
32
Female
9,894
Divorced
0
Master's
null
9.715279
Rural
Basic
1
14
757
4
2020-04-17 15:21:39.134960
Poor
No
Rarely
Apartment
1,157
19,325
49
Male
25,513
Single
3
High School
null
7.869376
Urban
Premium
null
15
613
5
2024-04-13 15:21:39.097737
Poor
No
Monthly
Condo
412
19,326
18
Male
25,249
Married
3
Bachelor's
Employed
42.828449
Rural
Comprehensive
null
17
764
1
2022-02-16 15:21:39.237118
Good
Yes
Daily
Condo
729
19,327
46
Female
57,987
Divorced
4
PhD
Self-Employed
16.526967
Urban
Comprehensive
null
17
406
5
2023-01-31 15:21:39.171102
Good
No
Daily
Condo
1,121
19,328
18
Male
38,963
Married
null
PhD
Self-Employed
14.06844
Rural
Basic
null
11
782
9
2020-05-21 15:21:39.182597
Good
No
Rarely
House
1,099
19,329
38
Male
28,886
Single
3
PhD
Self-Employed
29.884589
Suburban
Premium
null
15
null
9
2021-06-06 15:21:39.092127
Average
Yes
Rarely
House
1,677
19,330
51
Male
43,905
Single
2
Bachelor's
Self-Employed
39.876112
Suburban
Premium
1
14
672
7
2023-03-01 15:21:39.176717
Average
Yes
Daily
Apartment
30
19,331
40
Female
1,804
Single
1
Master's
Employed
null
Suburban
Premium
0
14
393
3
2024-03-19 15:21:39.088124
Average
Yes
Weekly
Apartment
1,423
19,332
44
Male
11,848
Single
4
Bachelor's
null
25.047833
Suburban
Basic
null
5
621
8
2024-06-30 15:21:39.256696
Good
Yes
Rarely
House
1,439
19,333
55
Male
50,802
Divorced
0
Bachelor's
null
23.813761
Urban
Premium
0
14
402
5
2023-05-25 15:21:39.102694
Average
No
Daily
Apartment
718
19,334
55
Male
21,147
Single
null
PhD
Unemployed
19.63787
Rural
Premium
1
4
760
5
2023-11-11 15:21:39.132191
Good
Yes
Monthly
House
559
19,335
49
Male
51,488
Married
3
Bachelor's
Unemployed
50.943177
Suburban
Basic
null
16
752
9
2023-06-16 15:21:39.170099
null
No
Weekly
Apartment
563
19,336
46
Female
83,792
Single
1
PhD
Employed
27.42696
Suburban
Comprehensive
null
9
472
6
2021-10-13 15:21:39.134960
Poor
Yes
Daily
House
1,867
19,337
38
Female
140,624
Divorced
null
Bachelor's
Self-Employed
41.868334
Rural
Comprehensive
null
4
364
8
2024-05-23 15:21:39.155231
Average
Yes
Daily
House
1,802
19,338
30
Male
null
Married
0
PhD
Self-Employed
22.17124
Rural
Basic
2
13
452
5
2023-01-18 15:21:39.134960
Good
Yes
Daily
House
709
19,339
43
Male
14,085
Married
4
Bachelor's
null
14.895996
Suburban
Comprehensive
1
9
798
3
2020-02-26 15:21:39.187211
Good
No
Monthly
Condo
1,010
19,340
59
Female
6,846
Divorced
3
Bachelor's
Unemployed
19.140074
Suburban
Premium
1
19
742
4
2022-12-17 15:21:39.205850
Poor
No
Daily
House
688
19,341
55
Female
44,621
Divorced
2
PhD
Unemployed
6.928379
Rural
Premium
0
8
589
6
2023-01-03 15:21:39.285112
null
Yes
Monthly
Condo
811
19,342
28
Male
27,547
Single
3
Bachelor's
Unemployed
18.093326
Rural
Basic
0
10
null
2
2023-12-16 15:21:39.226954
Poor
Yes
Weekly
Condo
479
19,343
56
Male
36,436
Divorced
4
PhD
null
16.552216
Rural
Basic
1
16
849
7
2022-08-08 15:21:39.116179
Poor
Yes
Monthly
Apartment
863
19,344
25
Male
3,190
Married
2
Master's
Employed
33.286775
Rural
Comprehensive
null
7
751
2
2023-06-04 15:21:39.194829
Good
Yes
Monthly
House
33
19,345
57
Female
70,977
Single
3
Master's
null
38.669681
Suburban
Comprehensive
3
8
357
8
2024-02-16 15:21:39.155231
Poor
No
Rarely
Condo
549
19,346
58
Female
22,813
Married
3
Bachelor's
Employed
12.878138
Suburban
Basic
1
0
474
3
2021-02-08 15:21:39.237118
Average
No
Monthly
House
802
19,347
32
Female
2,824
Single
0
Master's
Unemployed
38.47277
Suburban
Premium
2
7
null
1
2021-10-02 15:21:39.255696
Good
No
Rarely
Apartment
2,380
19,348
26
Female
27,983
Divorced
4
High School
null
27.058625
Suburban
Premium
null
14
null
7
2022-10-22 15:21:39.202448
Poor
Yes
Rarely
Apartment
2,120
19,349
18
Male
16,333
Married
null
Bachelor's
null
46.774015
Rural
Premium
null
5
781
6
2023-05-27 15:21:39.196387
Average
No
Rarely
Apartment
985
19,350
60
Male
null
Single
3
PhD
null
16.929147
Suburban
Premium
2
1
778
9
2023-01-26 15:21:39.172097
Average
Yes
Daily
Condo
375
19,351
24
Male
46,315
Divorced
4
Bachelor's
null
28.857972
Urban
Basic
null
7
667
7
2021-02-09 15:21:39.182597
Good
No
Rarely
Apartment
611
19,352
59
Female
17,056
Married
3
High School
Unemployed
30.83963
Rural
Basic
1
5
600
5
2022-10-07 15:21:39.188220
Average
Yes
Weekly
Apartment
1,522
19,353
59
Male
16,094
Divorced
2
PhD
Unemployed
38.596098
Suburban
Premium
0
15
468
2
2021-01-02 15:21:39.256696
Poor
No
Daily
House
2,792
19,354
53
Female
25,554
Married
4
Master's
Self-Employed
6.715948
Urban
Basic
0
17
777
1
2021-01-13 15:21:39.086123
Average
No
Monthly
House
945
19,355
18
Male
72,456
Single
4
Master's
Self-Employed
50.551874
Rural
Basic
0
16
472
7
2020-10-04 15:21:39.155231
Poor
No
Daily
Apartment
2,096
19,356
57
Male
54,484
Single
4
Bachelor's
Employed
21.724257
Rural
Comprehensive
0
16
302
8
2021-12-04 15:21:39.244069
Poor
No
Rarely
Apartment
1,217
19,357
53
Male
17,299
Single
2
Master's
null
4.667839
Suburban
Premium
1
18
388
4
2020-08-01 15:21:39.272456
null
Yes
Rarely
Apartment
1,813
19,358
33
Female
88,040
Single
3
Bachelor's
null
32.660066
Urban
Basic
1
9
843
9
2023-10-11 15:21:39.263607
Good
No
Weekly
House
390
19,359
36
Female
5,820
Divorced
2
Bachelor's
Unemployed
null
Rural
Basic
1
17
818
1
2022-08-15 15:21:39.134960
null
Yes
Rarely
Apartment
959
19,360
48
Female
44,997
Divorced
3
Bachelor's
Unemployed
41.726441
Urban
Comprehensive
null
10
666
7
2021-10-01 15:21:39.181605
Poor
No
Monthly
House
1,006
19,361
52
Male
1,607
Single
0
High School
null
30.120146
Suburban
Premium
1
9
null
4
2020-10-23 15:21:39.083497
Good
Yes
Daily
Apartment
2,031
19,362
48
Male
49,737
Divorced
0
Bachelor's
null
null
Urban
Comprehensive
2
14
592
7
2019-10-18 15:21:39.213373
Poor
Yes
Weekly
House
483
19,363
46
Female
64,466
Single
2
PhD
null
null
Rural
Basic
0
9
622
7
2021-05-04 15:21:39.194829
Good
Yes
Monthly
House
33
19,364
57
Male
20,996
Divorced
1
Bachelor's
Self-Employed
48.018399
Rural
Premium
null
1
713
6
2019-09-13 15:21:39.155231
Poor
Yes
Weekly
Condo
1,111
19,365
63
Female
58,508
Single
3
Master's
null
27.459936
Rural
Basic
2
8
802
3
2021-02-20 15:21:39.288099
Good
Yes
Monthly
Condo
4,152
19,366
52
Female
15,284
Married
3
PhD
Employed
39.057029
Urban
Premium
1
3
711
6
2021-03-29 15:21:39.288099
Good
Yes
Monthly
Apartment
807
19,367
54
Female
53,867
Divorced
null
Bachelor's
Employed
39.79644
Rural
Basic
0
3
387
3
2022-10-07 15:21:39.180553
Average
Yes
Weekly
Condo
1,048
19,368
30
Female
47,786
Divorced
1
Master's
Unemployed
41.646765
Suburban
Basic
0
5
327
5
2023-10-11 15:21:39.146733
Average
Yes
Monthly
House
664
19,369
36
Male
6,849
Divorced
3
PhD
null
41.152217
Rural
Premium
0
8
756
3
2021-08-20 15:21:39.237118
Average
No
Monthly
Apartment
2,445
19,370
31
Female
5,828
Single
3
High School
null
26.90729
Rural
Premium
null
2
708
1
2020-11-23 15:21:39.272456
Good
Yes
Rarely
House
230
19,371
29
Female
2,570
Divorced
3
PhD
null
3.648826
Rural
Premium
null
10
630
7
2020-12-14 15:21:39.236064
Good
No
Monthly
House
186
19,372
31
Female
23,248
Single
3
High School
null
13.446851
Urban
Comprehensive
4
2
null
3
2022-12-13 15:21:39.094752
Poor
No
Rarely
House
699
19,373
61
Male
18,051
Married
4
Bachelor's
Unemployed
4.491519
Suburban
Premium
null
0
580
1
2023-08-14 15:21:39.237118
Poor
No
Daily
House
130
19,374
61
Female
5,947
Divorced
1
High School
Self-Employed
8.715731
Rural
Comprehensive
null
0
453
7
2021-01-16 15:21:39.282785
Good
No
Monthly
Apartment
704
19,375
20
Male
9,081
Divorced
1
Master's
null
24.936722
Suburban
Comprehensive
0
12
null
6
2021-10-26 15:21:39.155231
Average
Yes
Daily
House
1,507
19,376
26
Male
18,171
Married
0
High School
Employed
14.179633
Urban
Basic
1
8
613
1
2021-04-03 15:21:39.155231
Good
Yes
Rarely
Apartment
739
19,377
57
Male
44,928
Divorced
3
High School
Employed
6.979168
Urban
Basic
2
19
658
4
2023-09-14 15:21:39.223901
Good
Yes
Rarely
Condo
2,833
19,378
60
Female
24,249
Married
3
Master's
Employed
40.07375
Suburban
Comprehensive
0
19
683
8
2020-12-27 15:21:39.208842
Average
No
Monthly
Apartment
1,581
19,379
48
Male
26,200
Single
0
High School
Self-Employed
19.818143
Suburban
Comprehensive
null
18
806
8
2021-12-18 15:21:39.221386
Good
No
Rarely
Condo
1,215
19,380
41
Male
26,377
Divorced
1
PhD
null
37.832197
Rural
Basic
1
16
678
2
2024-08-01 15:21:39.287115
Average
Yes
Rarely
House
3,138
19,381
54
Male
16,078
Divorced
1
Bachelor's
Unemployed
32.917795
Urban
Basic
0
14
434
7
2023-05-23 15:21:39.253660
Poor
No
Weekly
Condo
883
19,382
20
Male
40,327
Married
4
PhD
Self-Employed
49.168469
Rural
Basic
0
13
432
3
2022-03-03 15:21:39.109552
Average
No
Daily
Condo
1,004
19,383
43
Male
61,340
Divorced
2
High School
Unemployed
51.642356
Rural
Basic
null
10
607
9
2021-02-25 15:21:39.081504
Average
Yes
Weekly
Apartment
29
19,384
60
Male
3,842
Divorced
2
High School
null
20.385047
Urban
Premium
1
11
747
6
2019-12-31 15:21:39.155231
Poor
Yes
Daily
House
23
19,385
55
Female
94,317
Divorced
1
High School
Unemployed
29.957138
Suburban
Premium
1
7
614
4
2022-08-11 15:21:39.155231
Poor
No
Rarely
House
187
19,386
46
Female
18,101
Single
3
High School
Self-Employed
20.176444
Urban
Premium
1
6
831
1
2021-03-01 15:21:39.134960
Poor
Yes
Monthly
Condo
1,094
19,387
42
Male
15,388
Single
2
PhD
Employed
28.353407
Urban
Comprehensive
0
1
849
3
2022-09-15 15:21:39.104139
Average
No
Daily
Condo
1,025
19,388
48
Male
35,754
Divorced
3
PhD
null
24.554745
Urban
Basic
4
8
584
9
2023-11-13 15:21:39.134960
Good
Yes
Daily
Apartment
758
19,389
62
Male
16,963
Married
2
PhD
Employed
9.924703
Rural
Basic
1
19
null
8
2020-05-15 15:21:39.143708
Average
No
Monthly
Condo
616
19,390
44
Female
146,075
Single
2
Bachelor's
Employed
9.822216
Suburban
Premium
0
3
754
2
2021-06-17 15:21:39.175719
Average
Yes
Monthly
House
343
19,391
55
Male
15,641
Divorced
0
Master's
Employed
27.06471
Suburban
Comprehensive
null
19
432
4
2023-05-06 15:21:39.114118
Average
No
Weekly
Apartment
602
19,392
58
Male
8,096
Married
1
Bachelor's
Employed
35.719285
Suburban
Comprehensive
1
11
621
2
2020-10-23 15:21:39.186212
Poor
No
Daily
House
790
19,393
49
Female
67,582
Married
4
High School
Employed
30.75304
Urban
Basic
null
14
384
8
2023-07-06 15:21:39.287115
Poor
No
Rarely
House
3,072
19,394
34
Male
26,691
Divorced
1
Bachelor's
Employed
22.547879
Urban
Comprehensive
null
11
554
7
2022-07-01 15:21:39.253660
Poor
No
Rarely
Condo
2,832
19,395
63
Female
18,223
Married
2
PhD
Employed
28.385812
Suburban
Basic
null
4
811
1
2022-09-07 15:21:39.098696
Poor
No
Weekly
Apartment
1,044
19,396
43
Male
6,634
Married
1
Bachelor's
Employed
9.84816
Urban
Comprehensive
null
15
819
6
2021-09-19 15:21:39.283783
Poor
No
Monthly
Apartment
184
19,397
64
Male
35,750
Divorced
null
Bachelor's
Employed
46.071987
Suburban
Basic
1
10
678
9
2020-01-16 15:21:39.079128
Average
No
Monthly
Apartment
517
19,398
38
Female
2,069
Divorced
0
High School
Self-Employed
12.874335
Urban
Premium
1
11
838
8
2024-07-15 15:21:39.215386
Good
Yes
Rarely
Condo
121
19,399
20
Male
73,518
Married
3
Master's
Self-Employed
39.985721
Rural
Basic
0
8
477
6
2022-02-05 15:21:39.207847
Average
No
Rarely
House
2,350